Illustration from section 3.1 (The Overfitting Trap)

Training data: Jan 2024 - June 2024
Pattern found: Buy on Tuesdays at 14:00 GMT -> 65% win rate

Why it worked: During this period, major economic releases
happened to favor this timing by coincidence.

Live trading: Pattern completely fails because the correlation
was spurious, not causal.
